Classification accuracy comparison: hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority

The comparison of classification accuracy statements has generally been based upon tests of difference or inequality when other scenarios and approaches may be more appropriate. Procedures for evaluating two scenarios with interest focused on the similarity in accuracy values, non-inferiority and eq...

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Bibliographic Details
Main Author: Foody, Giles M.
Format: Article
Language:English
Published: Elsevier 2009
Online Access:http://eprints.nottingham.ac.uk/1866/
http://eprints.nottingham.ac.uk/1866/
http://eprints.nottingham.ac.uk/1866/
http://eprints.nottingham.ac.uk/1866/1/RSE-2009_confidence_intervals.pdf